DarkTrace

It looks good, but I question if it can be 100% effective given that it uses machine learning to detect anomalies which means its engine differentiates legitimate from illegitimate traffic. and like any differential engine its based on valid and invalid data to train it.

An attacker who can successfully inject their attack into a valid traffic pattern and encode it in such a way that it matches valid traffic would probably still get their payload to the other side successfully.

Its another tool that can help with breaches, but its no magic bullet.
 
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